WOW! eBook

Category: Databases & Big Data

Bayesian Analysis with Python, 3rd Edition 0

Computer Science & Computer Engineering / Databases & Big Data / Programming

Bayesian Analysis with Python, Third Edition

eBook Details: Paperback: 394 pages Publisher: WOW! eBook; 3rd edition (January 31, 2024) Language: English ISBN-10: 1805127160 ISBN-13: 978-1805127161 eBook Description: Bayesian Analysis with Python, 3rd Edition: Learn the fundamentals of Bayesian modeling using state-of-the-art Python libraries, such as PyMC, ArviZ, Bambi, and more, guided by an experienced Bayesian modeler who contributes to these libraries The Bayesian Analysis with Python, Third Edition serves as an introduction to the main concepts of applied Bayesian modeling using PyMC, a state-of-the-art probabilistic programming library, and other libraries that support and facilitate modeling like ArviZ, for exploratory analysis of Bayesian models; Bambi, for flexible and...

MLOps with Red Hat OpenShift 0

Computer Science & Computer Engineering / Databases & Big Data

MLOps with Red Hat OpenShift

eBook Details: Paperback: 238 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1805120239 ISBN-13: 978-1805120230 eBook Description: MLOps with Red Hat OpenShift: Build and manage MLOps pipelines with this practical guide to using Red Hat OpenShift Data Science, unleashing the power of machine learning workflows MLOps with OpenShift offers practical insights for implementing MLOps workflows on the dynamic OpenShift platform. As organizations worldwide seek to harness the power of machine learning operations, this book lays the foundation for your MLOps success. Starting with an exploration of key MLOps concepts, including data preparation, model training, and deployment, you’ll prepare to unleash...

Data Engineering with Scala and Spark 0

Databases & Big Data / Programming / Software Development

Data Engineering with Scala and Spark

eBook Details: Paperback: 300 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1804612588 ISBN-13: 978-1804612583 eBook Description: Data Engineering with Scala and Spark: Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate data Most data engineers know that performance issues in a distributed computing environment can easily lead to issues impacting the overall efficiency and effectiveness of data engineering tasks. While Python remains a popular choice for data engineering due to its ease of use, Scala shines in scenarios where...

Machine Learning Infrastructure and Best Practices for Software Engineers 0

Computer Science & Computer Engineering / Databases & Big Data / Software Development

Machine Learning Infrastructure and Best Practices for Software Engineers

eBook Details: Paperback: 346 pages Publisher: WOW! eBook (January 31, 2024) Language: English ISBN-10: 1837634068 ISBN-13: 978-1837634064 eBook Description: Machine Learning Infrastructure and Best Practices for Software Engineers: Efficiently transform your initial designs into big systems by learning the foundations of infrastructure, algorithms, and ethical considerations for modern software products Although creating a machine learning pipeline or developing a working prototype of a software system from that pipeline is easy and straightforward nowadays, the journey toward a professional software system is still extensive. This book will help you get to grips with various best practices and recipes that will help software engineers...

Principles of Data Science, 3rd Edition 0

Computer Science & Computer Engineering / Databases & Big Data

Principles of Data Science, Third Edition

eBook Details: Paperback: 326 pages Publisher: WOW! eBook; 3rd edition (January 31, 2024) Language: English ISBN-10: 1837636303 ISBN-13: 978-1837636303 eBook Description: Principles of Data Science, 3rd Edition: Transform your data into insights with must-know techniques and mathematical concepts to unravel the secrets hidden within your data Principles of Data Science, Third Edition bridges mathematics, programming, and business analysis, empowering you to confidently pose and address complex data questions and construct effective machine learning pipelines. This book will equip you with the tools to transform abstract concepts and raw statistics into actionable insights. Starting with cleaning and preparation, you’ll explore effective data...